| 基于磁传感器的地面机动目标分类算法 |
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| 引用本文： | 崔逊学,刘綦,赵温波,邱国新,邢立军.基于磁传感器的地面机动目标分类算法[J].兵工学报,2009,30(8):1046-1050. |
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| 作者姓名： | 崔逊学 刘綦 赵温波 邱国新 邢立军 |
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| 作者单位： | 炮兵学院,安徽,合肥,230031;炮兵学院,安徽,合肥,230031;炮兵学院,安徽,合肥,230031;炮兵学院,安徽,合肥,230031;炮兵学院,安徽,合肥,230031 |
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| 基金项目： | 国家自然科学基金资助项目，安徽省优秀青年科技基金项目 |
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| 摘 要： | 利用大多数武器装备含有铁磁材料的特性，提出一种基于磁异信号的地面机动目标分类算法。根据不同类型目标对地磁产生相应影响的原理，探测目标存在和识别目标类型。磁传感器用于采集目标产生的地磁场扰动信号，通过统计样本集训练和设计分类器，检验目标信号特征的类型最佳匹配模式，并对常见的3类目标进行试验研究。结果表明这种分类算法计算量小，分类正确率高，可以适用于地面侦察和目标入侵检测。
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| 关 键 词： | 信息处理技术 磁传感器 磁异信号 目标探测 目标分类 分类算法 |
A Classification Algorithm for Ground Mobile Targets Based on Magnetic Sensors |
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| CUI Xun-xue,LIU Qi,ZHAO Wen-bo,QIU Guo-xin,XING Li-jun.A Classification Algorithm for Ground Mobile Targets Based on Magnetic Sensors[J].Acta Armamentarii,2009,30(8):1046-1050. |
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| Authors: | CUI Xun-xue LIU Qi ZHAO Wen-bo QIU Guo-xin XING Li-jun |
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| Affiliation: | Artillery Academy of PLA, Hefei 230031, Anhui, China |
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| Abstract: | A novel classification algorithm was proposed for ground mobile targets based on magnetoresistive signals,as most of weapons have a character made from much steel or iron.According to the principle of different earth magnetic influence produced by diverse vehicles,a mobile target can be detected and classified with a simple computation method by a magnetic sensor.The detection sensor is used for collecting a disturbed signal of earth magnetic field from a mobile target.After some statistical samples are tra... |
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| Keywords: | information processing technique magnetic sensor magnetoresistive signal target detection target classification classification algorithm |
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